{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from PIL import Image\n",
    "import os\n",
    "# 除了UNet，其他都用到PASCAL VOC "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=1208x535 at 0x25FEDAE95C8>"
      ]
     },
     "execution_count": 2,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.open(r'E:\\桌面\\1.png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=661x513 at 0x25FEDB82948>"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.open(r'E:\\桌面\\2.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### 在VOCdevkit/VOC2012下有5个文件夹"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=782x217 at 0x25FEDBECBC8>"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.open(r'E:\\桌面\\3.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 1. Annotations文件夹中存放的是xml格式的标签文件，每一个xml文件都对应于JPEGImages文件夹中的一张图片，共计17125个文件。\n",
    ".xml文件中的segmented参数代表是否为分割可用图片，0为不可用，1为可用"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=733x63 at 0x25FEDC1F248>"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.open(r'E:\\桌面\\4.png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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M5yCZTFp2ynadtbFDtsK476NHjxwNwTjF5/OZxE26dmm3GQWUxEqwOMHu/GnJRlRI5HUzcsPrteyojfeKXZqTe1mIZaGiFRfyvrVKM5bndPhFCL3IOH3a0S6EkHXAphsWuXVLMblevKiYYIVQzLG5MPGb3wAAAtevq2nusjJUhcN40tuL2cFB230Tra0oCQRModuNZu3Rjg4splKm8Ou1t29jMZUyzUCpi8Wwu6nJUft7epTjP30aOHpUOS/j48vbd+7ciZqaGvV/OTTy1VdfqWk1NTXYuXOnqWztflqKi4t1/y8uLpr2M+ZxSiwWQzKZBKAMURw6dCir/UdHR3Oq145PP/1U/W48T6GQcr4B5RrMzDgv9/PPgWDQWd7HkQgWUylUXrmiS5f3z2hHh+2+Ix9+iCKvV3d/A8AWw/Dg40gEz+Jx1MViOgfSw0NDAGCqo7y93VSmHUeOKOdnYED5zToZ0iOEFJ5NJy7yybf376MkEDClb6uoAAB89+CB5X4LU1NYTKWwbclPIR3PEwkUeb0mr3/5/19nZ7NsdXY0aqYmRpaEzMWLFy23F5KJiQl88MEH6v9XrlzJWaTkg76+Pp3vSVdXV17KvXULmJ0Fjh1zll/eg566Ol26u6wMRV4vnqeZufMsHsdrBw/mXAcAFHm9eLHK9yghZP3xg0I3YK2Rb0JtbcrbOqC8FeVivVhMpdI+fO0eqi+WXlOdOIguplJYTKVs175YyYO7rU15GwTsz8GhQ4fgdruxsLCAZDKJWCymvuGnsw7cu3fPMn1+fl73f1FRkc56YbdfOiYmJlBdXa1z2LSbPpsOO6fRbOnr68Px48fV/69cuYK9e/ca8igfrQOnE+vFzZtKXqf364tvvkGR12u7fTGVskyXTsxGK4VdHQBs79F09Wfi1q3l3+np04q1jRCy/tm0lgurIYFbt7Iro8jrVR+sVjh5MDupoyQQUNctMH6cmpe1yJkxFy8Cly6lHxoqLi7WddRa60AoFNJZByorK9XZIAB0sy8k2lknPp8Pe/fuNe0XDoct22K1RkZfXx/eeustVVhEo1FcMQwB7N69W/f/9PS0+v2BxrqknR2TK62traqwcLvdePToUVqhMzMDdVaIy2VeFMuIcW2LTGzZscNWQAAr6/i1dRR5vbb3qBweyQY5fHn0qDIEJASFBSEbiU0rLiQrERmvHTyIZ/G4Kf35yAgA4NUDByz3k+Zju2ETLdsqK/EsHs/LaohWokI75daO999/X/2unZapTZf86le/Ur+3traqAmN+fh7hcBgnTpxQt//TP/2T+v2Xv/yl+v3EiRPo7u5WrRyJRAK1tbW4evWqrq6PPvpI15EPDw9bduTFxcU6H5Cenh7Mz89jenoav/71r9X09957z+YMZGZ+fl7XRr/fj9HRUZPFwg4nIkP6GlicdlvkPWj0/8k0NOdk2ERbx2IqldbHyClWosJCoxJC1juF9ihdb1gtopVptojWQ9/pbBE5bU87pVU7lU9LuumpskztVFQrsl1Ey4h2FgYM00iN5LqIVktLS8b95HRO7VTYdB9JpkW0jItu2U1FtWqLECJt2XZ1pEPOkNBSUaF87Eg3WyTTbCMhzLNF5D2lvW+1s5IyzRYRQrmn5e/G7nck4SJahLw8bDqfi0zIsXAnuMvK0CQEoqWluvHm8vZ20ywQI3L7YH29br83GxrwpLdXl/f406e2MUecDov09KzMrNzU1KRbCKopzYyUf/zHf0RdXR1u3LiBL7/8Up3B4fP58M477+D9999XF93ScuXKFbz//vv45JNP8OWXX+oW6TLu9+c//zmr9u/duxejo6Po6enRLQDm9/tx7NgxnDlzJqvyjDhdaMspxgW0xseBkRHF4pQtVvdPSSCQcbhCzjoabm7GcHMzAODNhgaUt7djvLNTl/fw0BBGOzpwc88eUznGmU52SH8oQsjGxyUEf86ErHek8y1/rYSQjcCm97kgZCOQzdoWhBBSaCguCFnnZLu2BSGEFBoOixBCCCEkr9ByQQghhJC8QnFBCCGEkLxCcUEIIYSQvEJxkQW3q6sRcbkQcbkQLS21zWO3jRCSHbW1tXC5XHC5XOju7i50c7Ji+3Yl+q0WuSZOxOXC7epqy/2ipaW22wjZKFBcOCTe2IjFVEqNl3D86VOMdnQg4nKZwp4TZ0xMTOCjjz7SdSAulwu1tbWIxWKW+yQSCYRCIWzdutVR/r6+Pl35W7duRSgUwsTEhC6fsQ12n5UwPT2N1tZW7Nq1Sy1v//79tp1mtvlX69wASjj71tZW7N+/f12cy/WO1Qyf29XVuhgsh4eG1MXN8rF0OiHrisIuELr+sFr+WwhhuWyxXK5buzzyF4GAaVnlzUBFhXLexsac71NTU5PVEuHRaDRt/mvXrunyZ1pO/NGjR47bIj+5kmn58aBhzets86/muRFCZLUU+mqfy0IjlylPtxR7MCiEx7P8v1z6XPusEEJZwt+4bL/dMu4vO4D+nJGNzcb9hecZGXsDUB4eWuweDFZsVnEhxLLAcCoyampqhNvtVju+ubk5U6cnmZub03W20WhUCGGOAZJMJk3pbrdb7Sy7urrU9HTxUbRtlPmziQ2SrpyWlhYhhBDJZFIXs0UeU7b51+LcyDQpIpLJpPD7/Vmdm3ydy0IxNrZ8f2eKfwIozxSJjC9kF/tHy2YVF0Isn1+KjI3PphcX6USFEMsPBeNnJhazDBZmJy60QcnCgCmPNriZfJuRH7u3HePHGDRKtsV4DPLBpQ1CZQxapUUGvpIfu8BTEqciIxgMmt6QhdC/JcvO7M6dO7Ydn7bTkkJFGzxNds5W5VvVLzF2ztq382yYm5uz7OSF0Hfo0hqRbf61ODd+v1/Mzc2lPT/pyPZcWgWO01qytMfV1dWlC2Tn9/tN5SeTSdHS0qKKMJ/Pp9snndjJRlQIoVg9tfe+8Xem/b3K54L2t2snLmRwOLvfq/Z5ZMxrFDXG7VYBE7VtsXtWGJ9rds8GYz2ZXtQoMjY+m1ZcZBIVWuyiOToVF1YRI2WaRCsArKKnavcdamgwtUUKDqs6rKK22qVry3Ua9dUOrchwSjKZtOxYtZ2qsSPQbjt//rwQwtz5aNFuu3Pnjm1btFYC4zBENqTrhLXb/H5/TvkLcW6E0A/FZLICZXsusxEXVh+3263eO8lkMmPUWitxka2okFhFr7WKjCyE9e/bSlxYvZAYf5taAaB9JslngxYpGIxpdhGZraI8O4n+LNOs8mV6SRFi+fynG4Ii65NN59B56xbgcilBoAYGlFv3yJHVq+9xJIJn8TjqYjG4y8rUdBmRcrSjQ5e/KhxWo1ECgG/J3TypCdUauH7dFHV17//8nwCA5yMjuvQir1cX/dJdVoYir9cUFVOmP08k1LSRDz+03L8qHMaT3l4sTE2lPfZEQjm/FRXKOd++PW12AMCnn36qfq+pqcHOnTsz76RhbGwsq/yTNhE7w+GwGs0VAD7++OOsys2F0dHRVc2fr3MjuXjxovo9XZTcXM5lZWUlhBDo6urKmPfatWsQQiCZTMLv9wNQotT2LIUB7unp0UXBTSaTEELgzp07tmVu3w7s26fEcxHCeaRkGb326FFn+Z0Qb2wEoES31VIXi+FZPG5yBq2LxeCpq1P/9y0FpdE6nh8eGtI9ZwBg71JkYGN5JYGALvqyLPvNhgbL9O8ePFDTEq2tlvtbRda1QsqLkRHlGWKcfUPWL5tOXKw18oem/bFLirxevJidzanc2cFBdUpbxOVSQ13/1UF5RV4vFlOpjOnP4nG8dvCgKd8WjwcA8GJmJqe229HX16d2PG6321HHshrMz8/j3Llz6v8tLS1Zi5yXndbWVlXc+P1+/PznP7fMtxbnsmxJtO/cuROnT59W06enpwEo95Xkf/2v/6XW/1/+y3/JazsA4MYN5e/Jk/kr89v791ESCJjStyyp9VyfIY8jEd0zZLC+3nF5RV4vXnzzTdr0hakpLKZS2FZZacr3w6VnSKYXFLJx+UGhG7DWHDmiKOG2tuW3i4GB1bNeyB9axGbqXZHXm3WZ0dJSLKZSOivHwtSUKjDygfzRP+ntxZPeXss8mR5ClZXKGweAjKHC+/r6cPz4cfX/K1euYO/evc4bvMS+ffuyyr/H4pz99re/Vd903W43LhisRKuFfOterfz5ODeAIiyuXr0KQDk///Iv/4Li4mLLvGt9Ll9//XVTmqwfcC4oZmYUK8S+fUB/v2LBcGK9WI3otYupFBZTKdtniJMXCiOyLK2VY3ZwUBUY+UC+fIx3dtpaKV7MzOgsukbkIVdUKJZQsnHYdOJC0tOjfFZbZGzZsQNFXq/JpJkrs4ODJmGxGsgffHl7u2kIJhNaUTE2BpSXp89v7KyGhoZMwkLb0X399de6bb/73e/U79uX3ub27duHe/fuAQBSBiuNTAeA//pf/6tu2/T0tM5s/8tf/tK243TK7t27TXXIt+cHGhOyz+fLKf9anZv5+XnU1tbqLBZ37961PT+rcS4zMZXHN+HyckUUOxUZqxW9tsjrxWsHD+qGFlaCHB4xDp/kG2lZyeVZJUWFx6MIPbLx2PTDIj09ygPk9GlFZLhcykMiX7x64AAWU6m8LZIjrQVyaGI1KQkE8MfPPnOcv7JSOX8jI4qoECK9sJCdlRQWfr8fo6OjlhaLt99+G263GwCQTCYRDocBKIs7aTvEQ4cOAQDqNA/Nvr4+JJZeez766CM13efzmepqbW3Vbbcz92dDcXExampq1P97enowPz+P6elp/PrXv1bT33vvvZzyr8W5mZiYwNtvv60Ki5aWlrTCAnB+Lru7u3WLfuVKIpHQDcH89Kc/BQAENaaETz75BPPz8wD0Qi0dUmSMjSkCw27s/+ZNpTPM9wvKawcP2loPc0FaOrY4cYJaAdKPKxmNOt7H5VI+Ho9yziksNi6bXlxIpMgIBhWRcflyfsrd3dSEkkAAg/X1pvHF0Y4Ok0NnJrZVVAAAkv39alq+h0QkFZ98gsVUynIp4mhpqe54pLXCiaiQvPHGG7rOb3R0FD6fz7RaJ6B0uFeuXFHznjhxAi6XC++++66a1tXVpb7hV1ZWoqWlBYBiFq+qqoLL5dK9SV83vAkmEgldezo7O/P2pt3V1aUKgKtXr+KVV16Bz+dTTfY1NTUIaXqsbPKv9rmZmJjAW2+9pXPKlG3SXivtyqGreS6NyPZXVVXpHDePLpkkP/zwQzVvf3+/2u6zZ89mVY8UGQMDisgwuhL09wM/+9nKjsUKabGwCitwu7o66xeXVw8cAKB3Es/3kIik8soVPIvHVadULcZhHoqKlwuKCwN9fcrNnU+HrMNDQyhvb8fNPXt0DlTjnZ3qbBCnuMvKcGxyEk96e9Vy7h4+jGMZPPtzwV1WhiYh1PFe7afI69WNlcqZIU5EhUQ7Fu6EUCiE4eFh3ZsooHS0d+7cwZklb3fJlStXEI1Gdb4JbrcbwWAQjx49QqWhd2jUPAB9Pp+us18pe/fuxejoKFpaWlTRACidYFdXF+7evbui/Kt5bhYXF7M+3tU8l0aCwaA6ROR2u01WlcrKSgwPD+usQTU1NTk7DEu/La0PgHwZef/9nIrMSJMQKPJ6Tb/DxVQq66ENT10d6mIxjHd2quVMdHejzmaZ+JXgqatDkxC655X8vNnQoMtLUfFy4RIik6sdIYSsPfPz83j77bdVi8m1a9fQ3NwMQIlfIi0jw8PDJqFoZNeuXejs7MShQ4dQXFyM6elpnD9/Hv1LFkBt2bkgq6fTISEKtFwQkgWJRMJRUC7tJ8EeJyukD8Yrr7yiCgu32636jORCMpnE8ePH1SERn8+nCgvtEEourMbaFoRsdCguCCHriu0GR8NgMIihoaEVrY8RDAZNU3e1Q0wr8QdZjbUtCNnocFiEEEIIIXmFlgtCCCGE5BWKC0IIIYTkFYoLQgghhOQVigtCCCGE5BWKC0IIIYTkFYoLA6GQsgxtvpb/3ghcvqwcc1tboVtCCCHkZYBTUZdoawMuXlS+r2YI9vXK5cvAqVPK99OnlVgrhBBCSC5sestFW5vy1n7xoiIqhLAWFo8jEdPa+DJ0sZZMeWQ5xmBDs4ODpvzR0lLcrq7GwtSUrkyJMT3icpmCG412dKTdLjl5Ujn2S5eUc0FLBiGEkFzZtOLCqagAlA56uLkZdbEYmoRAkxB4s6EBw83NamRQKQ7K29vVPHWxGIabm7OOfKrlWTyOu4cPq2U2LRmaHkciuLlnD6rCYdM22abb1dUY7+zEsclJdbsMfmSHlcjYTENEhBBCVs6mExe3bjkXFZLniQSKvF5d9MHA9euoCofV/ye6u1Hk9cJ/4YKa5qmrQ3l7O8Y7O03h1p1SEgjg+NOnpvTh5ma82dCA3U1NuvTjT5/CXVaGx5EInsXjqIvFdNFLDw8NAUBGwaMVGadOKefs1q2cDoEQQsgmY2OJi8pKpZfTftbAdr9lxw4splK4XV2tS9/d1KR23M/icbx28KBp31cPHAAAPB8ZyVt75JCKLNuK7x48AADLcMxFXi9ezM7mrT2EEEKIlh8UugFZkYfokkeOKG/kbW3LUQwzOXAGrl8HADzp7dUNKZS3t8N/4YJqldji8diW8dc8duZSGKSr78U33wCA7RBIkdebtg6tg+elSwzKRAghxDkbS1zkkZ4e5eNUZASuX1dFBqA4W453duLVAwdU60A6a8AP0wiBbJGiIl19W3bsQJHXazmkkg7OGiGEELJSNtawyCrQ06NYMk6fVkSGlW9BvLHRtF/llSsAljv4kkAA396/b8onhye2VVTkrc1SzMiytTyORLAwNYVXDxzAYiplmpVih1zr4tQp5VwIQWFBCCEkNza9uJBIkREMKiJDO0Pi2/v3TcMLyf5+AMuiYe+ZM1hMpXRCZHZwEOOdnShvb1d9M6QDptxf5husr8+qveXt7XjS26ubuvo4EsFwc7NaT0kggMH6epMz6WhHh86hU1orKCoIIYTkAy6i5RAr34Umi1NnzFcVDptmdCxMTeHmnj3q/yWBAPaeOYPB+npd/mhpKYq8XnWGhxErUVIXi+mcOEc7OjDe2Wna99jkpG4WCSGEEJIvKC4IIYQQklc4LEIIIYSQvEJxQQghhJC8QnFBCCGEkLxCcUEIIYSQvEJxQQghhJC8QnFBCCGEkLxCcfESEC0tNQVV2wx1rwdcLpf6IaTQdHd3q/djd3d3oZuzJoyPK6sLaxc+tCLe2Ggba2m1KWTdhYLiYhMz2tGBiMuVczj4lw3tgznTpxAP7r6+PrX+rVu3Zsyza9cu3bbp6Wl89NFH2L9/v66cUCiEvr4+23rn5+cRDodRW1urOwe1tbUIh8OYnp5W88ZiMbS2tlrWMTExYVl2d3e3Lv+uXbvQ2tqK+fn5FeV3ch1ra2vTnvNEImG77/79+9Ha2orECgMqauvI1B5i5sYN5e9qBVecHRxExOXSrYZMHCDIumNgQAhAiIoKZ/lveL3ii0Ag63oetreLMCC+n5zMet+V1r0WjI1ldx67uroEAEefrq4uIYTQpa02c3Nzwu12q/XduXPHlCcYDJraKIQQ0WhUt6/VJxgMirm5OV15jx49Ej6fL+1+NTU1av5M5214eFh3PH6/3zavz+fTtSfb/E6uo7btVgwPDzsq5/z5884vZJo6MrUnE9p7WHv9NyrBoPIbvnTJPo/Ho+TLxFBDgwjn8DudicVEGBB/CIez3nelda8VHo9ynvMJLRfrCGneO3pUiXGShwjzm5rycmBsDBgZUc5rZWX6/GfOnIEQQv10dXWp22pqanTbzpw5s8qtN1NcXIxQKKT+/6//+q+67dPT0+jXxKw5uhTud2JiAsePH8fCwgIAoKurC3NzcxBCYHh4GD6fDwDQ39+P3/72t+r+8/PzOHLkCJLJJADA7/djeHgYQgjMzc3pzo8Wn8+n5ksmk/D7/eq2Ts1S9J9++ilGR0fVsufm5jA3N4dgMAgASCaT6NDEwMk2v/Z6yc/c3Bzcbrea53/8j/9heQx2yHKSyaTu+D/++GOEw+GsyiL2tLUpv9n+fiVatZ1V4tYtYHYWOHZsTZv30jEzA3g8yjnP2+hNfrUKyQX5hg1kVuB/CIdFGNB9jNYDqzxG5S2tFnZ5vggELLcbkXVLdS8/Qw0NGdtt9zYgVb72Y7SuGOvLZIHRnuNcLBl2b5RyOwDx6NEjneWgpqZGPHr0yLTPnTt3dPmwZDXQvtXbYXyT1r6pX7t2zbK92rpaWlpMZT569EhXZjKZNJVntApo9w1qblq/32/KZ2yzNq9Mi0ajlvndbnfO+a3QXlO32215TE7aLolGo5blDQ8Pi2AwaLL61NTUiGvXrlm2x/iR1zAajYqamhqd5cntdotgMGiyXhktF11dXWobfD6frm4hhDh//ryoqakxWYBaWlpM9+7c3Jzo6uoyWY9qamp010OI3O/x06eXf6cDA2mzCiGU56XHY07/fnLS8jmpfYZZ5TE+u6yeM9o8ds/RmVhM1x6t5cLYpkzttnqeCmH9TLV6njrJo0VaMSxu96yguCgg2YgKIZZvZOONGwZM4sI4VCFvRCuBYdUpfxEImG5CKTi0yB+stj75A9H+IJy2ya4O7Y9QttvqWIznxkg25zxbcWH18fl8uvwtLS1p81sNdRjRdljah7pd56st3+7hrt1XdkDaTmclZn9tB6w9H+naZSWgss1vJJlM6vIZO1orMokLIfTXQ16/TENs8nw6ERfGzj/dPeNkaM/u3jB+3G63KjQzDUlpfx+53OPZiorl9iv7apGC4GF7uy7d+GyRzyktVs+udMMiD9vbTR2/1bNI+8Kkxfhsc9qmdHXI57lst9WxGM+NFVJkWIk3J1BcFAh54ZyICiGWbzCrm8Kp38MNr9fyBnXqcyFvTO0NbVe307KNbbJT6fK4052HLwIBx/4fWpFhfDhJshUXssMzWgLkG6C2ozp//rzuLddOjDhtl7bjNL6RZ+ochdB3YHKsXpvmxKpih7ZT0voBOBULclu2+Y1o36SdnGchnIkLq3PX1dVlevu3KyuTz0UwGBRdXV1qRy/Lt9pHm97S0qLeB9oOX3vsPp9PRKNRNd/c3Jyl347xHpX5k8mkuHbtmmq9yvYel/5l2YoKIRQ/DED5LWuxeyY59XsYamjQdfi5+FwYn1F2dTst29imLwIBk9VDCOWFTT5zMz2bnSL7KqcWX8kPQDYEz0dGAACvHjjgeB+rqU9FXq/j/R9HIhhubjalv5idzbivbOfzkRFdaPdMbSryevGktxdbPB74L1xQ0+X3dOdhy44d+Pb+/YxtWy0ql5w69u7di5qaGty7dw8AsLi4CAC4Id3aoYzRf/zxx6YypH9DOo4ePYqzZ88CAO7du4fp6Wl8+umn6vZQKITi4uLcDySPtLa26vwkfv7znxekHYlEQuePovX9WA3OnDmDRCKhzqb5j//4D9XnJVv6+vrQ19eH8+fP489//rN6X2XC6/Wq90FbWxuuXr0KQH+P/f73v8fAwAD+5m/+BvPz8+q1SkcymURtbS3279+PvXv34ic/+Qmal54T+brHnTAwAFRUKL5VkoWpKSymUnjjgw8cl3O7uhrP4vGc27EwNYWbe/aY0p08Jz11dQCA7x48wO6mJsdt2rJjB57F47hdXY3DQ0Nquiwj3Xn4ocej5tE+m/MNxUWBmJlRHDj37VOcloJBIM1sQPx16Ubdsn17xrLjjY140tuLNxsaELh+XU2PlpY6bp8UAXWxmPoDmB0cxGB9veMycmnT8adPES0txXhnJ8Y1HYBshzwPubZDnnMg8znPN9opmyth586dOvHy1Vdf6TrO999/33bfRCKhiiAt2mmcP/rRj0zbHzx4YLlfOlpbW9UOze1241/+5V9yEj27d+9ecf5Tp06p32tqanSOsSvl66+/Vr/vWepktMe+Eubn51FbW+uo00/Hzp07TWkTExOorq52JHoqKyvR0tKiHtPo6KiuTS0tLbhy5UrW9/iRI4rdoq1NcWQHFNFw5Ej6/cbHFUftS5f06S9mZgAsd6DpkC9PRV4vmoRQ0+WzyglSBJS3t+tehnJd08Jpm+Qz9Elvr64u2Q55HozPUS0vZmbSiovt2xVnWY9HuUbZwtkiBaS8XLloY2OKwHC5gHw886w68WyQ87m1wiJbpGrfsvQjz6ZNx58+RZMQaBICxyYnASyLCfnQODY5qeYxfqyQM3H27VPedoRYW2EBAD/+8Y/V79Fo1HI2g3D4K25sbFS/nzt3Tn0b9Pl8JhEgZ1MA+jdLycTEhK6jOHToEADgpz/9qZoWiUQs152YmJgwddTz8/PYv3+/2hH5/X788Y9/xN69e3X5tLNI/vSnP6nftetGuN1uVZBkm1/S19enO7729nbTceRKLBZTz73b7cbbb7+NiYkJnaiKRqNIJpOOr62WgYEBneXnzp07mJubw/DwcFblWK0x8qtf/UoVFsFgUJ3hYzcL6MqVK3j06BG6uroQDAbVWUYAcPXqVUxMTOR8j/f0KL/J06cVkeFyKTNB7MjH2hbJaBRFXi+OP32a0/4LU1OWwiLbMoDl52Q2bQpcv6577hV5vRjv7MTs4KD6EloVDts+J+2e7du3K+d/dla5Jks6JWsoLtYBTkSGdpghHcabNR126j4bK4kd3z14AEAx+zlt08LUFEY1UwkBwF1WhvKlzmBhagrbKioAAEmHysBKVBRqiu97772nfm9tbUUsFlP/n56eRjgctl0cy8ihQ4fUKZXaN88mjWlVcu7cOfX71atX0d3drQqFWCyGas0Kq+fPn1ffco8eParWIU3hsiOXi1lVV1fjz3/+s7r/xMQE3n77bbVDbGlpwd27dy0tFsc08wcvXryI6elpzM/P64YstMIl2/yyna2trer/wWAwawuMFdPT0+ju7sYHGrPzlStXUFxcrA6DAcDWrVtx6NAh7Ny503axraKiIvX7f/zHf+je/v/yl7+o330+H+rr61FcXIwHS7+vdMh9p6en8Ytf/EJNl2JTe92qq6tRWVmJ+fl5jI+Pm8rq7u5Ga2sr/vM//xNnzpxBX18fvvzyS1O+ld7jTkXG558rlkcj2mGGTCymUo6Gie2eg9lYSewwDvM6bVNc83IhqbxyRWnX7CzcZWUo8nqRjEYdt8UoKnKxVujIzkWDrAV2i2hZzaSQaVrHHaMHskyzm9VhdI608ijWTsnSOh9Z1WU1C8RJm2R7jE5ITmaLyDZq9812ES0j2Tp0arFzhszkSZ/NT9KqLK3Tn5aVLKKVaT95boyOrHYf6SSYaQaC0TE12/xCmGdP2J0fO5wuomVcsCrTOTNeZ6v8cipzpnLsHDrtzpF0MtVONc50XJnKzWa2SDb3uNUiWvL5aOcAajWTQjtlVGKcXaFNs5rVYeUcafW8spo+alWX1SwQp20yTqu12tdqtoi2jVpWYxEtiosNhnH9iZlYzPLGlzefdg0Iq3zGudKywzbO79auZWElGjLN83baJqt55VY/arv55ytZRc/IaogLIZbXALBat8C4XkA6jB1fptUdk8mkOH/+vK6DdlJvuvUNrl27ZjkjwGlHLMvWTueU6yxYTSnNJr9x6qnVGh+ZSHdMfr9ftLS0WAqWR48e6e4Bt9tt6syN+Y3rQsjpqnfu3DEdr5PZIn6/X3ePBYNB09oVXV1dujw1NTU6cSCv1aNHj0RLS4vtPWAkX/e4FXZrW2gxrj8hp4zadcja54dVPuP6E8YZbtqPTLMSDcZnoNWsN6dtsnr+WWGVz0pw5BuXECs2fhBCCCFrgsulDJv09BS6JSQd9LkghBCyIZCRT9NMiCLrBFouCCGEbAikLy7jLq1/KC4IIYQQklc4LEIIIYSQvEJxQQghhJC8QnFBCCGEkLxCcUEIIYSQvEJxQQghxJLLl5V1JSxWBCckLRQXJK/EGxtzjggIKPFDIi6XKcaItuzZwcGVNHFVqK2thcvlsvzs378f3d3dtvuGw2Fdfm0sDCMypsf+/ftNdXz00UeW8SsSiQRaW1uxa9cuNf+uXbtMsR9yaZP2uNMdoxV9fX3qvnbxJrR5du3apds2PT2Njz76SHcutm7dilAohL40sWcy7SfjrszPz6Ovrw+hUMjy3FkFcrO6PunyT09Pm66N3f1id39pP7W1tWnPebZYhTVf74x2dCDicqkxjXIh4nJZxu+QZcvgjiQNq74GKMkau9giGwGrZWqzwS7eibZsq6XF88np0+Z4BpnQLvVs9/H7/Zb7GpdUtoqRIYSzOB/Gn/T58+cz5jcuT55Nm7THbYyvkYm5uTnd8dy5c8eUR7sktrb8XGOlONlP1pNpOfNsY5/4fD5d/kzXMxgM6tqe6ToCmZeA11JRkT5Gh4zNk83vYD0gl/7WxufIFrslsu3iGuWbS5eUc3/69KpWs6pQXKwj5I8ZUNbP34isprhYS6TAcPpwtetkjfEkjB2oXWAqq/gL2vgS2lgayWRSFyPCru6uri5dHBDZERrFRTZtWom4EEIf5MrYmRpjg8gYHsb2GY9Le55kfA6r/YLBoFpmMplUhYxRXNTU1Kj5hoeHdYJAe8zGuB5zc3Nibm5OJ5C08U20506mJ5NJXfszxeEwCjQn10AGAwOUZ44d8jew0VhNcbGWSIGxUUXGBrx1Xj6cigpj0DK7YDUyGJhV8DEt2kBkVsFyjFgFC7OL3mcVxMxqm1WUVrs8dg8NY/C1lZwTI05FRrpONt02beeqzWdl5UgnUoRYfnOWaDsdq+BSsn6juMimTSsVF0brgPbNXiuOtG/kdp21xCgipDDQ7mcUMpJoNKoTF1bl2wUN01ottKJAe4xut1sIoVwrqzYay7drp1VeO+uSxKmokHg85ueR3W/c+Jv8IhAQN7xe02/aGBk522eQ1TPCLvqpVVlWQRaNbbLaX+aRzxqj9dTJM8jpOTGyUUUGxUUBydZS8UUgYPrBWYVhdxpe3S6MulUnni6MsTYtneXC6iHkpJ3p2pUuRLE2LZuQ81ZoRYaVGdmpuDB28loBYPembpVXRpjs6uoSw8PDpk4lXaediWzatFJxIYSwfVO366y17bEa0jHuK895JnHmFK340oqPdO0yXgvj9dGi3WY3lCaE2bJjJyCzFRVC2Ic1H2poMP1erH5v8rlk1XFrLQLZPINkB67NZ5WWznJxw+s1CQMZ2TldO431WT3zMj2DnJ4TO7QiYyMMVVFcFAiPJz/DH/LHqb3ZrUKrC7GsnI37GgWLVadr9wMwlpntsIh8EKSr25hX/mDT5TWeA6fnJBNakaF9UDsdFtF2ztFo1PSGqn271pr0hdC/pVp9tOG/tR1UNuPw2bYpH+LCyhKg7TiNb+R2nXKmdjnZLxPJZFInvrQiwqm4GB4ediwu0rVVe118Pp9pu7YzcioqlsvOHNZcIn+H2ueI3e/K+HzI5hlk9xs2lpntsIgUDNr8TsVFNs8gp+ckE9rraucvsx7gbJENxuNIBBGXS/0M1tcDAF7Mzq5anXJ2xqsHDpi2bausxGIq5dgzW874kJ/xzk4AyMmz+/nIiG27Xjt4EM/i8azLzAdnz55VvfdPnDihpkejUezcuVP9/9///d/V7++9957uLwD09/fryj1z5gyi0Sh8Pp9lvVevXoXf77ecleCUbNuUD44ePap+v3fvHqanp/Hpp5+qaaFQCMXFxXmvN1vm5+cRDAaxsLAAAGhpaUGljKS1xiQSCd216Fz6HeWL/n7gZz+z3jY7OKj7Dd/cswcA8NdVfAYtTE1hMZXCNovzLX//TmeRyRkf8jPc3AwAeDEzk3W71uszaD1AcVEgZmaAsTHlR+xyAaFQ5n3kD6EuFkOTEGgSAnU2UwnziRQuWzwe+zwZfpjygfSkt1dte5MQKG9vz7ld8mG2Zft22zwrmY6mpa1NuU4XLyrT84RwPj0vGAxieHgYIc1Fnp6e1nUOx48fh8vlwvHjx9W0ZDJpmioaCoXw9ddfI5lM4s6dO+jq6oLf71e3Lyws4KuvvtLtc+/ePUftzLVNK2Xnzp2oqalR///qq6907Xg/TXxtq6m3AHQC60c/+pHj/eyYn59HbW0tRkdHAQB+vx8XLlzIqgzJ7t27HefVXlstp06dUr/X1NTo7i3JyZPKfRoMAvv2OV+vIl1Y82hpKQbr61EVDqu/4WOTkw6OZGXI58sP0z2DMogbOc19vLMTxyYn1fZXhcM5t2stn0FyzZFTp4BLl5Rre+RIXopeFSguCkh5uXKDOBEZcl51XSwGT13dGrZyWVSk+/Gm+3EBQHKps2jKYxBe+aBJJ2zcZWUrqkMrKpz+oLu6uiCUIUcIIdDX12d6wzUKADtu374NQOkMa2tr1U5z586dqK+vx5kzZ/Dw4UNdJ/SXv/wFlZWVcLvdalrY5gHa2tqqdrTZtimfNGrWFDh37hySySQAwOfzmc5dMBhUv9+4ccNU1sTEhCoCAODQoUOm/T755BPLdvT19ZnWmJiYmMAbb7yhltnS0oKHDx+arCnaa/CnP/1J/a4VMm63G8XFxSaBMT09rX5/8OCB+t3KStXX16c7vvYMAr2vLzuRYbe2xezgIBZTKVSFw9jd1JS2znwjny/prCPpXn4AILm09smxyckVPxcka/EM0oqK06eVa3ny5IqKXBMoLtYBTkSGE4W8Wkgx853moSd5nkigyOtVf0B2P/AX33yDIq83Y13Z/BC3VVTYtuvb+/dREgg4LsuIlajI5w/6N7/5jfr9zp07OjFy584dddvVq1dVQXHv3j288cYb6O7uxsTEhJonFoupnTGw3Jn+8pe/VNNOnDiB7u5utSwpVq5evbqiNuWLQ4cOqWJIDjsAQJNFJ3bu3DldW7THFYvFUF1drW4/f/68OhT14Ycfqun9/f0IhUJqpy4Xs9JaaQClI6+urlbbdO3aNVy5csXyGI4dO6Z+v3jxIqanpzE/P68bspAWhuLiYp21pqenB/Pz85iensavf/1rNV07JAUoFhTtgmbBYNDx0IwTkTE+DoyMAJqRKhUnFszVwl1WhiKvF88tLE7y9y+fU3bWDdl+J88YJ88qYHWfQVaioqcn5+LWnoJ5exBbrBbRko5PTmZ7rIZDp9XiMVazRezKTDfbxMqr2srxKd1skUze29k4dK50Ea1Mjo1WUxONGKeRZlrQSX6M6yJoZzbYfYwOhk7bZDzudOU7waqtxtkpkpUsopWpvfL6GZ1xMx1fpkW0jI6pmRbRsnLENTr12p0fJ1gtopVubQv5XNA6OmqnVWqfF6vh0CmdKa3StPvbOVmmm23idNZbutkimZ5B2Th0chEtsqZYrdFg9eNcDXFhVb+dR7Zxrrn80RnTH7a323p2G49Tu/9K1rnIdE5yJRtxoe1EjbMvrPLI6Yh37twRLS0tpg7M7/frZooYGR4eFsFgUNeR+Xw+3RoXubYpn+LCKKAyzXJJJpPi/PnzuvMhp+imW3wqmUyKlpYW3RRYq/0yzc6xOr65uTnR1dWlK1uea6vpwLIt2mvj9/st7yHj1FOrNThWitXaFlqs1miwel6shriwqt/YqUuMzwRZvjF9qKHBdu0K7ZoY+VznItM5eVlwCZHHQXBCCCEbklu3lOGQgYH17ShINgYUF4QQQhAKAQ8eKDPZCFkpdOgkhBCSdm0LQrLlB4VuACGEkMJDGzbJJ7RcEEIIISSvUFwQQgghJK9QXBBCCCEkr1BckA1HOBzGrl271OBgW7duBQD1f5fLpeatra1V04zLOjvBqsxCU1mpfAghZL1CcbGBiLhciJaWFroZBaWvrw8nTpzQLXetXS76Zce4PLOMkjva0VHYhhFCiAaKi3XIrVvKmvIv+9upywVkGyrl+vXr6vdr166psS/suHv3rprnzJkzObZ0bRgfz3xOZJyujRC4KBdkPIW2tkK3hBCyEriI1jpifFwJKAQowYWWgvi91MjRBo/H2eI9+/fvVyNCGm9d7dBFvm7r1SjTuh7lb0UFkC4a+PbtwIEDL/e9cfmyEqwJUAI2bahgTYQQALRcrAvkG+u+fYqoEMK684iWluK2JuLj7OAgIi4XHkciuF1djYjLpX5mBwfVfbTpC1NTujK12+RHW4eWeGOjKZ+dSd5YpgwZb0QJzwPMzqZ/a08kEnC5XLpQ09IXIpGmN+7u7rb1uZiYmEBra6vOf2PXrl346KOP0kb9lG2R/h4yQqnWvyMWi6G7uxtbt25N66/hcimfigrlPKQTFrduKedJE3xTdw9I5HVamJrSXQM5pCb3sbvexu3yYzf0YrzH5H0h70GJHMLRfqw4eVI5F5cuKVFpackgZANSkIgmRAghxNiY7FrTBwuSGINvaQOJWUXkcxLpzy5omDHI1xeBgGlfqyiFsk3ayIlWEV3tkOdDGxFWCHNQK+1HBo7Spkm0wae0waAyRce0KzOZTOqCTGkDXWmDeBmjXTo9znQEg0pgKS1WgZ/kdTYGSTIGYdKmG6+XMY/dNbS6V9JFicwUOdIKGSESWUaqJYQUDlouCsT27ZktFU6pCofhqatT/3/1wAEAQF0sZpmufaNsEgLusjJdeeXt7XgWj6v/P45E8CweR10spsu3raLC1JZEaytKAgEENL4Rnro6lLe3Y7yzM+OxyG5kZER5Yw2FlPTKykrTsMTw8DCEEKjM0jllenoara2t6v/nz5/H3NwchBAYHh6G3++33G9+fh7BYFB1IL127RpCsoEGfvWrX6m+Htp2V1Y6t1QYyXZ55uNPn+r+LwkEUOT1WqZ/e/+++r+nrs6Ux1NXh5JAAM81DY43NgIADg8N6fLK+0wyOziIJ729pvs0cP06irxeTPzmN2mPQ2vJOHVKOX+3bqXdhRBSYLj890vIFo8HAPBidtZReryxEU96e03lLExNwV1Whu8ePAAAXcdgxcLUFBZTKbzxwQembT9cqluWWUi++uorVSD4fD784z/+o7qtsrISDx8+tNzvb//2b9VhmZaWFjQ3N9vWUZbnY7x8Wfn7/vu5l7Flxw6daMyUHi0txWIqpUsr8nrV79/ev4+SQCBjvfL+sRKjRV4vXnzzTcYyCCEbC4qLAjEzs+zA2d9fGAfO2cFBDNbXA1AsGJLRjg6dleHFN9/oOhU7Xix5ZI53dtpaKV7MzKQVF04dG1fCX/7yF/X7rl27HO/X39+vfv/+++9zqlsek9bXwslxDgwoecvLc6o2K+T1LwkEdBaM29XVOrGxmErhtYMHM5YnxezNPXsst2e6t7QOnpcuvbwzZQh5maC4KCDl5Yq5t1AiI7nUWTblaRbEliVvzKpwGLubmrLaN9tZIyvhRz/6kfo9neOmkWvXruHcuXNYWFhAf38/qqur01ov0iFPuRORIde2uHQpp6qy5o+ffYaSQMA03JEr0mKW7X3GWSOEbFzoc7EOkCJjbEwRGFpfg9XEqUViW2UlFlMp00wTI+6yMhR5vUhGo47bIDtXj0c5B6stLADg0KFD6vfR0VF0d3erImNiYgL79++3nIHS3NyMzz77TP3/3Llz6kyRXDH6mFi5j6z12haLqRS27NiRMZ/RV8MO6YNhN2PIiFzr4tQpRVQIQWFByEaD4mIdIUXGwIAiMlZ7ES0pGrQOnsYhEQDwX7gAABj58ENd+t3Dh01lVl65gmfxuOrsp8U49XCtRYVk586diGoE0NmzZ/HKK6/A5XLhrbfe0k13NVJfX49gMAhAWRn0F7/4RV7aJMXlyIh5Ou7nnysWrbWiJBAw+eDcrq42+WXsPXMGi6mUborqwtQUhg3WHE9dHd5saMBwc7Pl9FTtvSKtFRQVhGxsOCyyDjlyZNlsvppI0SD9LgBlpojVzI4mIUxrE9TFYhisr1edNQGlI5F5jR3Umw0Nuv8LuXxbKBTC66+/jhs3buDLL79UlxP3+Xx45513sHv3btt9//mf/xlffvklFhYWVMtHPlb/lOJSi9XaFqvN4aEhda0KiZwppPW58NTVqfeAvF+KvF5UhcMYbm5Wh8kAZWbIqwcO6O41Y9mAYp2hTwUhGx+u0ElyRjqEGqe8kvwRCgEPHqytZWelSOtXvnx5CCEbDw6LEEfcrq42mbTlmhYUFqtHtmtbrDXGoa6FqSmMd3aivL29QC0ihKwHOCxCHGM0ab/Z0KBbLIvkl3ysbbEWGAVGLrOFCCEvFxwWIYQQQkhe4bAIIYQQQvIKxQUhhBBC8grFBSGEEELyCsVFDty6xciMhBBCiB106MyBjbj2ACGEELJW0HJhIBRSrBJyGqAV633tgXyzfftyYDFCCCEkE1znYom2NuDiReX7wICyBLcVG2XtgXwyM6MXGLR1EUIIScemt1y0tSmd5sWLiqgQwl5YAEqeigolDoQWGYtB+zEy2tGh2x4tLTXliZaW4nZ1tSn9dnW1Lv/s4CAiLhceRyK6crVBoIz1RVwuXZApWV+67ZKZGeXceDzLkUwJIYQQKzat5cKppULL+LgStfLSJX267PS1sRQiLhduV1fj8NAQgOWokto8UpCsJAbDcHMzytvbTWVY1Tc7OIiJ7m4AyjLNN/fsQUkggONPn+rSXszO2q68Kf1MpCXD46HvCSGEED2bznIhZ3o4tVRouXFD+auN2rgwNYXFVApvfPCBLm+TENi2FDN9dnAQz+JxVIXDujxSeFiFJ3dKVTisRjeVPI5E8Cwe10WbBJQolrLOkQ8/RJHXq/4PAO6yMlSFw3jS24uFqam09UpLBqCcz9UOD08IIWTjsOnExUr4/HMgGNSnucvKAADjnZ14HInotslO/7sHDwAA2yoqTGWWBAL49v79vLZT1pcuoNizeByvHTxoSt+yFD79Bc0RhBBCcmTTDYscOaK8cbe1AUePKmlOhkVu3QJmZ4Fjx8zbmoRAxOXCcHMzhpub1fRjk5Nwl5XhxewsgGUhYmQxlcrlUGx58c03KPJ6bbdLq8ST3l486e21LmOpzXZs366cD4+HDp6EEEL0bFrLRU+P0imePq2IjEyLYt28qXSkdiKkSQj1I4cj7h4+DGDZGmA31JBOCOTClh070goWKXKkr4bVxy6qpfS1mJ1Vzh8NHIQQQoxsWnEhcSoy7Na2mB0cNA2HeOrq8GZDg9rBv3rgAADg+ciIaX+74YmVIOubHRw0bZOzQUoCAfzxs88cl2kUFbRWEEIIsWPTiwuJFBnBoCIytItoZVrbYri52eSU+aS3FyWBAABFbJQEAhhubtZZL+SUU+3MjDc++ADP4nFTvmfxuONj2d3UhCKvF4P19br029XVeJ5IAAAqPvkEi6mU5bTXaGmprn45BEJRQQghxAmbzuciE319ykeL3doWgCIcqsJhDDc36/wX3mxo0ImGw0NDGO3owM09e9S0Iq/XNIXUf+ECXszO6vLJYZZsfDOOP32KeGOjbr2NIq9XnXbqLitDkxDqOhdaSgIBnX8Ihz4IIYRkA2OLZGB8HNi3T1nbQjsFlRBCCCHWcFgkA1ZrWxBCCCHEHoqLDFitbUEIIYQQezgsQgghhJC8QssFIYQQQvIKxQUhhBBC8grFBSGEEELyCsUFIYQQQvIKxUWekAtWWS25TQghhGwmKC4MhEJKDA3t8t/rgba29dkuQgghxAinoi7R1gZcvKh8dxKCvRBo28gVQwkhhKxXNr3lQloELl5URIUQ1sLicSSCiMul+2ijoY52dCDicqkBv+QwidXHGOTMmNcqmBigj+B66hQtGYQQQtYnm1ZcOBUVgCIchpubUReLoUkINAmBNxsaTFFOtQSuX1fzyo+MkurTLPkZLS3Fk95eXb7FVArR0lLbtluJDKsw8YQQQkgh2HTi4tYt56JC8jyRQJHXC09dnZoWuH4dVeGw43pHOzrwLB5HeXu7Ws5oRwcWUykcm5zU5a29fRuLqZTOMmKFVmQcPaoc1/i44yYRQgghq8LGEheVlUoPqv20ta16tVt27MBiKmUartjd1KQLTW7H7OAgxjs78WZDA/wXLqjpUrQYy5D//3V2Ng+tJ4QQQtaWHxS6AVmRSKy4iCNHlLf9tjblbR/I7MAZuH4dAPCktxcRl0tNL29v14kFOwbr61Hk9arlSBZTKSymUroytbzIIC42ghMqIYSQzcfGEhd5pKdH+TgVGYHr13XiIFpaivHOTrx64IBuuMSI9J2ovX3btK3I60WR14vDQ0NZtZ2zRgghhKxnNtawyCpg5bdgdI40zu4AgMorVwCkty7EGxuxmEqhKhy2HD7ZVlmJZ/G4rVOoEa0T6qVLSrspLAghhKw3Nr24kEiREQwqIkM7xfPb+/dNQxfJ/n4AwLaKCsvyHkcieNLbi/L2duxuarLM479wAUVeL27u2WPaFm9s1Dl0SmsFRQUhhJD1DhfRcoiVX0ST5tSNdnRgvLMTxyYn4S4rw+3qajyLxy3LKgkEdEMh8cZGPOntTVs+IYQQslGguCCEEEJIXuGwCCGEEELyCsUFIYQQQvIKxQUhhBBC8grFBSGEEELyCsUFIYQQQvIKxQUhhBBC8grFBSGEEELyCsUFUYk3NtoGUTNyu7pajZtCnHH5srJ8+/j42tQ32tGBiMvlaHn5bK49IYRkguLiJedxJIKIy4XRjo6s950dHETE5dItQ14opqensXXrVrhcLrhcLtTW1pryJBIJhEIhXb5du3ahtbUVExMTluXOz88jHA6jtrZW3cflcmHr1q15P4aBAaCiAigvz70MeU2s4t1kYmFqKud7gRBCsoHiYh1y65byhltZWeiW5Af5xt7Wltv+8/PzCAaDWFhYsM0TDodRVVWF/v5+Xb5kMomrV6/irbfeQiKR0O0zMTGBN954AydOnMC9e/d029LVZUVlpXXQO8n4ODAyshyBdyMj789QqNAtIYSsVygu1hHj48pD++hRJYCaoS/Mid1NTWgSAv4LF1ZeWI6cPKkEXLt4MTeR8bd/+7cYHR1Nm+fEiRPq92vXrkEIgbm5Ofj9fjX9k08+Ub9PT0+jurpaFRFdXV1IJpMQQqgfJ4RCyjGNjABjY8CRI9b5btxQ/q404Jynrg5NQiBw/frKCloBR44oVpj+fooMQog1FBfrACkq9u1TRIUQQF+fPo/V+LmdmTtaWorb1dUA7Ic25L7az7f376vbZwcHMVhfDwAYbm5W8xjN8cZy7PwwTp5UjitbkdHd3Y3+/n643W6cP38+8w4AfvKTnwAAiouLcezYMcs8PT09OmFx5swZ7Ny501H5wLKo6O9XRIUQ6Yc7Pv9cubYSOVw1Ozioy2d1jrX+LemGNozX84+ffaZuW5iaUqPvjnd2qnnkfZKuHCuOHFGOmSKDEGIFxUUBcSIqJK8eOAAAeD4yoqYllzIbO5HFVArb0oypzA4O4uaePShvb0eTEOqnyOtV83jq6lAXiwEAqsJhNY/2jXkxlcLdw4d1ZSymUmn9AaxEhja8vZa+vj6cPXsWbrcbQ0ND+NGPfmRbbk1Njfr9rbfeQmtrK2KxGG7evAkA8Pl8+Pjjj3Vla9m/f7/qb7F//37Elo7dSLaiAlCGEWZnAa3O2VZRAQD47sEDNU0KQGOE3GfxOF47eNC2fCk43mxo0F0L7T7usjIcm5wEAN1110bnBRRhYbwnrASIxEpk5Dr8RQh5eaC4KBDbtzsTFRJPXR0AfWf0PJFASSCAxVRKtWi8mJkBsCxGrEi0tqIkEDANlWzZsSOrYyjyenH86VNd2psNDZbh441oRcapU2Z/hYmJCbS2tgIArly5gr1796Yt79/+7d/Q0tKi/n/16lW8++67GB0dhc/nw61bt3SWCa1PxdmzZ3XDLqOjo3j33Xd1AkP6jWQjKiQ3bwIej37IxF1WhiKvF881Y1/fPXiAkkAAAFSLhryu6a7nyIcfosjrNQ2VbPF4nDVQQ5NhOOiNDz7As3g844wTrcjIJBoJIS8/FBcbiDcbGtShi4WpKTyLx1HxySco8npVK8Z3Dx6gyOtVxYgRJ5aNQjM/P48jR45gYWEB58+fR8iBvf3x48f48ssvAShWDJ/Pp25LJpOorq62nTEifS2SySSCmrGLf/iHf1jhkSj09wM/+5k5XXbckie9vdh75gxKAgEk+/sBLFuqdjc12ZafybJBCCFrDcVFgZiZUd6AsxmvfvXAAdVKkezrQ0kgAHdZGd744AN1aOR5IpG2o5GWjR/m8FabT6Ql4NQpxXohxPKb/ePHj5FMJgEAH3/8sTpccfbsWXX/e/fuweVyobu7G9PT06iqqkIymYTP58O//du/4euvv8bw8LA6XLKwsIAjNt6W0qKxc+dOfPjhh2q61pohLS3BoGJxcrpehXx7f/998zZpjZgdHMTjSEQVhb7jx1Xrj9aaYYW0KORipcgncgbJ0aPA6dPKuVqp8yohZONCcVFAysuVh7BTkSHH6Z+PjOB5IqFaH7Si41k8ntaEXmi0oiJfndDAwID6fdeuXSguLgYAVFZWor29Xd0mBQsAuN1u9budf4U2j6SvLzuRkW5tC+1Q13cPHqiiUF7n2cFBfHv//rq2MmlFhRzi6+kpdKsIIYWG4mId4FRkyHH6ZDSKZ/E4fEuZPHV1KPJ6MbL01i07JyusfDfs2LJ9ew5HY42VqLDrhCorK3VTQuWnq6tLzVNTUwMhBM6cOYM9S7MgAMWiEQ6HASjDK4Oa2RjaoRLtUMs//MM/YH5+HvPz8+js7LTMY8SJyHCytkVJIIDniQSe9PbCtzQk4y4rQ0kggInubiymUmnFopXvRrq8+cJKVGTyGyKEbB4oLtYRUmRIz3urF9bXDh7Es3hcHRKRyPH7Iq83YydS3t6OJ729ummQox0dJkdMrZhZCZcvOxMVuVJfX6/zlThx4gRcLhdeeeUVdYaI2+3GP/3TP6l5Lly4oK6BMTo6ildeeQWvvPKKupiW3+/HBQdrg0iRUVGhiAytU6qTtS22VVaq103rJ+M7flz1x7Dzn5G8de4cnsXjuunGjyMRjGuEkqQkENDNLsqFW7coKggh6aG4WIdIz3url1H5Fus7flyXLq0YThz7/BcuoLy9HYP19bq1DN5saDDlrb19G8/icdt1Lpwg/RVW01ze19eHaDSqm5IKKNaKlpYWjI6Oon5p3Q5AWQPj7t276Orq0i205fP50NXVhbt376rDK05IJPR+I4B5bQsr5PV844MPdOnSgTOdv4U2b1U4rFuP5LsHD1CuGRKSHB4awmIqlXadi0zI+5OighBih0s4XYqQEOIY+XY/MGC/aichhLysUFwQsgqEQsCDB8qsIEII2WxwWISQVcBubQtCCNkM/KDQDSDkZYT2QELIZoaWC0IIIYTkFYoLQgghhOQVigtCCCGE5BWKiw1EtLQ0p3UJVoPHkQgiLpduIS6SO21tyoqXkvV0rUc7OhBxuTJGRiWEEAnFxSZGdhralR1Xg3x3lN3d3WowM7tPd3e3bp/p6Wm0trZi165dap79+/eb8kkSiQRCoRC2bt2q5q+trbWNQ7JSnCy4tRLijY1rIgZzXWiNEPJyQXGxDpFxG9ZxvKq8EQopx6pdNjvfTExMwO/34+rVq7rgZaOjozh79qwphkhfXx+qqqrQ39+PhYUFNf3evXt499131dglTtm+PX2As1u3gNlZ4NixrIrdcKzFtSaErA8oLtYR4+P6YFAOYlGtCP+FC2gSQl1quhD09SnHevRobh2PDGBm/Jw5c0bNc/bsWVUktLS0QAihhmcHgP7+fvQtrWU9Pz+P1tZWdd9oNAohBIaHh9W0EydOYHp6OmPbKiuVY5qdVaamWkVGBYCbNwGPZ3VX8gxcv44mITLGKVlNVnqtCSEbB4qLdYAUFfv2OQsGNTs4qMaGSBcf4nZ1tS6f0Vxt5zch0+UnWlqadmjDWI+2vGhpKRZTKV18EhnLRKKNMJrvjmd+fl4NRgYAbW1tAICdO3eiSSOq/v3f/x0A8Pvf/14VIj6fT7VqVFZW6uKWfPXVV7Z1SlExMqIcV6Y1L9ItuJWva23nN5HttY6Wlurya8uT1/VJb6+uPC2rea0JIesIQQrG2JjseoQIBjPnv+H1ijAgvggE1LTvJydFGBAP29t1ecOAuOH1mtK0+/4hHBZhQMzEYmraw/Z2U5qsw2pfY96hhgYRNtxWN7xe3b6ZCAaXz8vYmHl7V1eXAGD6+Hw+0dLSIpLJpJp3eHhYl0eLdpvf7zeVXVNTY1vv+fPnTe2qqFhut1MuXbI+znxfa3ldv5+cNKVlutYyn3H/LwIBy3qHGhocH3+ma00I2ZjQclEgtm93bqnQUhII4PDQkPq/u6zMFEZbvrUef/pUt29dLIZn8bitU9/C1BTGOztR3t6uM5/L0OtW1MVi+lDhS16JK3ES1b7d7tunn0WRjmQyiatXr8Lv9zsattAyOjqaVf6xsTH1u5zp4dRSoWVgQAnXbjVkst6u9bHJSbjLytT/fcePYzGVWpGTaK7XmhCyvqG4eAn59v59y1DdW7ZvBwC8mJ213O/5yAiA5TDg65UzZ86YfCzu3LkDt9sNAFhYWEDPasZ3zxPj44ogOXo09zJe9mtNCNmYMLZIgZiZUTqXffuUMfdg0Ln1IhOLqRQWUymTb4PkrzYdjkyXHVOhCIWUcwIAY2P2jpBa6uvr8ctf/hJnz54FgKwtF36/P6v8+/btU7/39Cgf6WsBOLNe3Lih/D15MquqdWzGa00IWf9QXBSQ8nKlE8q3yCjyevHawYMIXL+el3auFdqOZmAg+9kTf/nLX9TvP/7xjwEAu3fv1uWZnp7Gzp07AQAPHjxQ0+XMkT179qhpX3/9tW7f3/3ud+r37Radspzd41Rk5GNti816rQkh6xsOi6wDpMgYG1MeuC6X8vDNldcOHsST3t6s95Mmcmkyzxd2Y/gSuf5Bf7/S0QiRvrPZunUruru7MTExoabFYjFcvXpV/f+9994DABQXF+tmefT09GB+fh7T09P49a9/bcr/9ttvq8MryWRSXdMiFovpZp0cOnTItn2JhHIMFRXKcVkZFfK1tsXLfq0JIRsTiot1hBQZAwPKwzfXRbTkW6xxGiCgTFm0c8Dz1NWhJBDAcHOzLj3e2IjFVCq3xgDYVlmJZ/G45fLR8g02m45mYWEBZ8+exVtvvaWunvnuu+/q1rLQLozV1dWlCoarV6/ilVdegc/nU/PX1NSo+YuLi3HlyhV13xMnTqjla8uT1o90SJHh8ZgX0crX2hbr7VqnEzu5XGtCyMaE4mIdcuSI8vBdySJaTUKgyOvVrUkQcbmwmEqlXUjp8NAQSgIB3T6vHjiAIq8XW3bsyKkt/gsXUBII4OaePaZ1LuRsgWw6mmvXrqGmpkYVDADgdrsRDAYRjUZ14gAA9u7di9HRUbS0tOj28fv96Orqwt27d3X5Q6EQhoeHETSMWdTU1ODOnTu6BbqcMDNjXkQr3doW2bKernXg+nVdW7SiJ5drTQjZmLiEyGbiHNmsRFwulLe3w3/hQqGbsuG5fBk4dWr9OjDyWhNCVgrFBdEx2tEBALqOJd7YiCe9vWjirZIX5HDXai/vnglea0LIasHZIsTEeGcnxjs71f+LvF52NnlCrm1x6VKhW6LAa00IWQ1ouSCEEEJIXqFDJyGEEELyCsUFIYQQQvIKxQUhhBBC8grFxUtAtLQUt6urC1J3vLHRNq7FRmb79syrpD6ORBBxuVYUFTRXFqamEHG51BkfhBCynqC4IBkpZEc2MTGBjz76CLW1tepqnC6XC7t27UJra2vWAcqckK+lufPByyreCCEvNxQX65Bbt5TlonNd/nu9Io8rm7gp9+7dw8cff6yL6wEocT+uXr0Kv9+vizGSicuXM7chX0tzrydkMDXtEuSEELJaUFysI8bHlQ7g6FElWmahF1nKN0eOLMdNyUZktLS04M6dO5ibm4MQAslkUo1iurCwYBIeVkhhc+oUcPp0+siz+Vyae72QSCiB1Pbto8gghKw+FBfrACkq9u1TRIUQ9p2fHOfXfuyIlpbq8hmHNUY7OhBxubAwNWXKK4OMLUxN4eZSGPLxzk51u5WPh5N2ybgpTkXGmTNncOXKFdTX16O4uBgAsHPnTjQ1NdnvpEGKiqNHFVEhBNDTY5//8mXl7/vvm7cZz9GjX/3Ksgwn1yjiciHe2GjKG29sVPPI1TJlfvkx+njI62h3nSXaaK0UGYSQVUWQgjE2JoTyuBciGMyc/2F7uwgDYiYW06WHAfFFIKD+//3kpG3aUEODqbwwIL6fnFTTvwgERFhza8h9H7a3m9o01NCglqHlhterq9+OgYHlc3D6dMbsQgghHj16JHw+nwAgAIjh4eG8lCuEEBUVyseI8XwKYX095PmwStOeY3nOtNdjJhYznWe5rxF5TYz5/xAOW94jdscqzxEhhOQTWi4KxPbtziwVkoWpKYx3dqK8vd0U6bLI69X9P/LhhyjyenF4aEhNc5eVoSocxpPeXlPo82OTk3CXlan/V3zyCQBk5cBpXDL6jQ8+sA2zrkVrybh4UXmbltYDI9KZ86233kIymYTf78edO3dQaXBOycZSoUUuzX30qD5dWhO05xMAfujx6P6fHRzEk95eVIXDumskI4VO/OY3uvxvNjSoIdMBJQz6mw0NuuW4M2EMMLZ7yaKT7O/PuK/WkuFyKfckIYTkA4qLDcLzkREAwKsHDmTM+ywex2sHD5rStyx1hi9mZtLu7y4rQ5HXi+fr3OljdHQU//RP/4T5+fm8lHfjhvL35El9+rf376MkEMi4/3cPHgAAtlVUmLYVeb148c03GcuQ17cQ01sJISRfUFwUiJkZJeS2U+fGv87OAgC2ZHi9lJaCJ729pnH/wfp6AMCLpbLWA1Y+EcbOXSKEgBACc3NzaGlpAaDMJvmbv/kbQz69JaStzVlbPv9csSQZWUylsGXHjoz7y/N6c88e07l/Fo9jMZVy1pA1Qs4gGRlRzlkGzUkIIY5hVNQCUl6uPNTHx5Uhkv5+pXPLNESSDjm8YTSXZ8tiKmVp/cgXt24tDz9ke8zFxcV4//33cfXqVQCwnC0ih1tkPRcvKuLFbogkH2tbSMvQSqKKOhWRK6GyUhEUgCJwy8tXrSpCyCaFlot1gBQZ6SwZ0lwuh0fSURII4I+ffZZze6RJXtap9cdYKVpLhRN/k1AohI8++ggJzRDN9PQ0Tp06pf4ftDI3LGHl02FlyUi3tkVJIIBv79/PeGzyfD2ORDLmteN5IoEir1c951sMfh0rQWupGBtTzguFBSFkNaC4WEdIkSGnaWr9FD11dSgJBDDc3Kzb53Z1tcncXvHJJ1hMpSyni0ZLS01OlkYfjMH6epQEAqpzILBywQIsWxGcOrECwJ///Gd8/PHHqKqqUh06fT4fRkdHAQButxvnzp3LWI4UGZcuKSLDKN7SrW2x98wZLKZSOgfX2cFB07WQDpnDzc0mn4nHkYhumikAkw/GaEcHnsXjqLxyRU3Lh2ABlq0VFBWEkLWAwyLrENkRGjk8NITb1dW6dRPqYjGTuHCXlaFJCHVdBi0lgYDJEpFobdWVYZzFIOvWrtlQEgiYZk/kelzpaGxsxI9//GOMjo4imUyq6X6/H++88w5+/vOfY+fOnY7LO3nS7NORbm0LQBENdbEYBuvr1ZkcJYEAqsJhk8AIXL+OVw8cUP1btNTFYrr/F1Mp0/Uxztzx1NWhvL0dw83Nal11sVjWwybr3DeXEPKS4RJiBQPEZEMz2tGB8c5OU4e22ZAWorXsgCMul6WII4SQlwEOi5BNjd3aFoQQQnKH4oJsauzWtiCEEJI7HBYhhBBCSF6h5YIQQggheYXighBCCCF5heKCEEIIIXmF4iIH5CqTt24VuiWEEELI+oPiIgfSLRVtxcLUFCIul+WKmYQQQsjLBsWFgVBIsUrIVRutSLdUdKFwuYBVjHVFCCGEOIbLfy/R1qbEnACU2B52VolMS0VbIZfjXk2EUASGy6VYVRg+mxBCSKHY9OtcOBUVErulom9XV+NZPK5L0woK43LPxpgSWupiMXjq6nT7aqkKh3VBxYzI7BQZhBBCCsGmHRZpa1M64YsXFVEhRGZhYbdUdLS0FIupFJqEUD8A0vpYaPM2CYFjk5MAgCKvVxUWs4ODqiiR+epiMQw3N+sidBoRQvnMzirHqI2uSgghhKw2m05cyJke2YgKidVS0QtTU1hMpfDGBx/o8jYJgW1Z9Op3Dx8GANTevq2mJVpbURII6IJbySiZMjpnOqTIGBlRjtkYZpwQQghZDTaduFgJn38OBIP6NBlNdLyzE48jEd02/4ULjsqNNzZiMZVCXSymlidFi5VA+aHHo+YhhBBC1hubTlwcOaK8zZ8+rQxvOF2v4tYtZZjh2DHzNjkMMtzcjIjLpX6cdP6PIxE86e1FeXu7zs/ixZKzxHhnp67MiMuF4eZmXR47pINnRYVyzH19mY+TEEIIWSl06HTo0BkKAQ8eOHOQnB0cxGB9PYq8Xhx/+hSA2aFTm68kEMDhoSFdGQtTU7i5Z09G500r6NBJCCGkkGw6y4WRnh5nlgy7tS1mBwdNwyGeujq82dCAxVQqbd2D9fUAYBIWgDLcUuT1IhmNOj4W7VRUISgsCCGEFIZNLy4kUmQEg4rI0C6ilWlti+HmZsQbG3VpT3p7URII2NYnZ5LIWSJWVF65gmfxuKlswDw9laKCEELIemHTD4s4wW5tC8njSET1g5AYh0C0wyJyyMMO41CI1ZoYxvIJIYSQ9QLFRQbGx4F9+4BLl/RTUAkhhBBiDYdFMmC1tgUhhBBC7KG4yIDV2haEEEIIsYfDIoQQQgjJK7RcEEIIISSvUFwQQgghJK9QXBBCCCEkr1BcEEIIISSvUFyQdUHE5bJciXQj0Na2HM+FrD63q6sRLS0tdDMIIWmguCCOGe3ocBzttZAkEgmEQiFs3boVLpcLLpcLtbW1iMViq1IfpyubmR0cRMTlMsXdIYRsDiguDIRCyluoNrYIKQzbt2dvEejr60NVVRX6+/uxsLCgpt+7dw/vvvsuwuFwTm0YH7fefusWMDsLHDuWXTtJfpG/W6ugg4SQtYfiYglp2u7vV0Kvc0XOwjMzowRjk9FeMzE/P4/W1lb1/2g0CiEEhoeH1bQTJ05geno6Y1mVlUqds7NKMLjycut8N28qbTxyJHP7yOrR17ccdJAig5DCs+nFhRQVFy8qokII647icSSCiMul+1iZfKOlpbo8ox0dpjwLU1Omsm5XV+sClGnNynKb/MwODlrWZTVcYdVuq7aMdnSowx5WbR/t6MB4ZycA4OaePZbnIFNd2rK0edKNn8/MKNfEicj4/e9/r1orfD4fQqEQAKCyshI1NTVqvq+++sq2DCkqRkaUejMtMdffD/zsZ/o0q+tr5U8Sb2w03QNWGK+zvB/kfQAs+6zYXUNjXVb3rlW7tXXIttyurlbvT6u2zw4OYrC+HoASMdjqHDipS5ZlzLeYSlmep74+fWRjigxCCojYpJw+LbsOIQYG0ud92N4uwoCYicXUtKGGBhEGxPeTk0IIIb6fnBRhQHwRCKh5ZNpQQ4OaNhOLiTAgHra36+q44fWKsOZyyHx29dqla5FpTtptbNMfwmHTvvI8yH2zrcsuzeo82eHxKNfM4zFv6+rqEgAEAFFTU2O77fz586Z9KyqW7wenXLqk5B8bW06zur7yXP4hHFbTjNdbpt3wenVpxntKCOtzne4aOrm2Ms1pu63uc+2+8jxo9822Lqs0u/NkRTC4fE2114gQsvpsOnExMOBcVEi+CAQsH2Z/CIfVTjJdHm1nesPrNXUWQpjFgd3D2apjsEpP93C/4fWqHblVxyAxdvh24sJpXenyORUXEikyKiqW05yKC+02rcjMlooKff1C2J+j7ycn1eNOl0d7fqwEoxDW94DV+bO7tlbpdud/qKFBd1/b3b/G+z+Xa22syy6f3W/NDq3IIISsDZt+WMQJW3bswGIqZTJb725qgrusDADwLB7HawcPmvf1eAAAL2ZmsDA1hcVUCtsqK3NviyxvdjZt+ncPHgAAtlVUmMoo8nrx4ptvcm6DEad1pcu30RgfV4ZOjh7Vp/9w6Trc3LNHl+4uK8PupiYAwPNEAkVer3rvaPMAwF+XruG39++jJBDIuY2yPOO9YkyXwxGvHjhgKmOLx2M7DJELTutKl48Qsv75QaEbsNYcOaK8w7S1LXcMAwPpHfIC168DAJ709ur8CMrb2+G/cEH1dXjS24snvb2WZWgf8LIDWk1kfcZOTlLk9a55XTKfsVPNhu3bFSdLjyezP4Qd+/btU7/39Cgf6WsBOCv3xg3lr9HxVwoI6WsgKQkEcHhoCACwmEphMZWy9UmR52kxlbIUrPlG1jfc3Izh5mbLPAtTUyu6btnWJfNtWcFvJRRSfGIAYGzM3imXEJJ/Np24kMhOxanICFy/rooMQHFsG+/sxKsHDsBTVwdgWWzYYeWwtlrIh3LTGgS9XYu6pKgA7Dv/PRpx8/XXX+u2/e53v9OUtd20byKh/HUqMtKtbbG7qUkVGYDiTPmktxejHR3wX7iAIq8XRV6vKjYKjbx+dbGYei8Xuq7nIyM516EVFZleHAghq8OmHxbp6VE6kdOn7T3MrTz9K69cAbD8JlYSCOCPn32Wti75MJXDA6uJNCfncxEjO4uL07pkvmxEllxnQk4JTdfhv/3223C73QCAZDKprmkRi8Vw7949Nd+hQ4dsy0gklDoqKuxnp6Rb28LqXpGiVN4r2yor8Swez7gYWUkggG/v30+bJx/I+zIpe+Q8sMVCwGVTlxw6y+a3Ite6kNPJ7WZ+EUJWn00vLiRSZMhpbNpFtL69f99kwpYPR/kQrPjkE0u/DECxcsiOpLy9HU96e3Ud7ONIxHY4JVc8dXV4s6EBw83Nps78cSSS01Lb8liTfX051bW7qQlFXi8SmrUoANhORZXWCidTQgGguLgYV5ZEH6CsaeFyufDuu++qaV1dXdi5c2fGsqTIkFNgtYtoZVrbwjitUoouKa6k9cJqGCne2Kjm33vmDBZTKd2U4IWpKdvhhJVQFQ6r1hUtC1NTOS217S4rQ5HXi2Q0mlNd7rIyvNnQgPHOTp0Iizc24lk8bipTWisoKghZH2zaYRE7+vqUj5bjT59artugHQZwl5WhSQh1TQItJYGAOl4th03kOgAA8GZDA95saMj7W2rg+nW8euCAri5JXQ5LYbvLylAVDmO4uVld86IqHMbupibHdR1/+tR0jo5NTlp2tDMzWTcRoVAIr7/+Oj755BP0a96Oa2pq8Hd/93eot2hfOqza0N+vWLqsCFy/jhfffGM6D8ZhgONPn6prT1iVASiirS4Ww2B9vXq+i7xe9RrYWQdyYXdTE7ZVVODmnj1qXZLy9vacyqy9fVtdEwVQ7vPA9euO65LnQXtvVIXDePHNNyYnU6vfLSGkcLiEWINBeZIRafFYL+PwxJrLl4FTpwrrICgXNFsLfxpCCMkFDousMbODg6ahk8eRCJ7F49h75kyBWkWcMjCg+GOslbCwWlF1vLMzZ2sCIYSsBRwWKQDP4nFTp3FscjIvU/3I6iHXtrh0aW3rNd4rciiKEELWKxwWIYQQQkhe4bAIIYQQQvIKxQUhhBBC8grFBSGEEELyCsVFHlmYmkLE5TItDkQIIYRsJiguCohcRGk1Yo48jkRWrWxCCCEkHRQXBmR8Au3y3y8jLpeyvDYhhBCSb7jOxRJtbcDFi8r3tYqkaIy0upYIsRyYy+PJbaltQgghxIpNb7loa1M62IsXMwc9ul1drcYYibhcaYN/jXZ06PJqI4YatxmjY8ohDe3HCqt8MvCVDG41WF+vbjP6gsiAYLOztGQQQgjJI2KTcvq07FqFGBjInD8MiC8CgbRp309OijAgwoB42N6upv8hHBZhQPwhHNbt/7C9XYQB8f3kpJo21NAgwoCYicVMaVb5tGnfT06KG16vrk5tOZmQ56OiwvEuhBBCiIlNZ7m4dcu5pUIi3/grPvlEl14Xi+FZPK6zSgBKZEcZ/RRQIk6WBAJ49Ktfpa1ndnAQT3p7URUO6yJoBq5fR5HXi4nf/MaUT7tkuLusDMefPk1/MGmQ8mJkRDlHoVDORRFCCNnEbCxxUVm57CggP21tq17t80QCRV6vKfaHFADfPXiQsYxtlZVYTKVMQyBaZDnbKipM24q8Xrz45puM+QghhJBCs7EcOhOJFRdx5Ijydt7WBhw9qqRlcuBcTKVQ5PXabped/kp5MTsLALi5Z4/ldtkGmS/fgc6ka0dFRV5ONSGEkE3KxhIXeaSnR/k4ERlFXi8WUynbsrbs2JGxPieCYIvHAwBoyhBLTuZbmJrKi8CQooKzRgghhOSDjTUssgr09CiWjNOnFZHhcil+GVrshjTkAlWvHjiQsZ5v799HSSCQNo8sx+jDYZfv+ciIaZv0D5ECJB3aqahCUFgQQgjJD5teXEikyAgGFZGhXURLOmfePXxYt89gfT1KAgHsbmrSpUsrhSTe2IjFVMrkEGrEU1eHNxsaMNzcbFpZ83Ekok599dTVoSQQwHBzs07wxBsb8cfPPlPzAECyv9+yLooKQgghq8WmHRaxo69P+RhpEkJd50LyZkOD5SJY396/b1qbItNQhyRw/TpePXAAg/X1pm11sZj6/fDQEEY7Okz+Gdp66mIxDNbX40lvLwD9LBaHzSGEEEKyxiUEu5lCMdrRgfHOTsfCgxBCCNkIcFikgPzxs88y+mEQQgghGw1aLtaYaGmpOvOkyOtd0aJXhBBCyHqE4oIQQggheYXDIoQQQgjJKxQXhBBCCMkrFBeEEEIIySsUF4S85FRWKh9CCFkrKC4IeYkZHwdGRpbj5xBCyFpAcbEOuXVLWZ77ZXrbvHxZOaa2tkK35OVhfFw5p9u32+e5cUP5e/LkmjRp1QmFrOP/EELWF5yKuo4YHwf27VO+B4PWy5BvZC5fBk6dUr6fPq3EcyG5IVeXr6gAEgn7fNu3AwcOvFz3UigEyJA5dpGMCSGFhZaLdYB8A923TxEVQlh3BtHSUtyursbs4CAiLpf6uV1drctn3C4/MmKqMd/jSESNmyI/MnBatLRUl26MDAsoy5hr80RLSy2P8+RJ5dguXQIuXsxsyeju7obL5YLL5UJraytaW1uxdetWuFwu7Nq1C+Fw2LRPLBZDKBRS93O5XAiFQkgYeuDa2lp1eywWQ3d3t1q2pK+vT5fP5XJh//79+Oijj3RlJRIJhEIhdX+Xy4Xa2lr0GS5iIpHQbY/FYti/f7/uGOfn5+1PCJYj2VZUKOcynbC4dQuYnQWOHVtOW5iaUu8F43Uz3h/G7cZ7QxJvbFTvDav7INP9KjHegzJQn5G+Pn2QQVoyCFmHCFIwxsaEUB6TQgSDmfPf8HpFGBBfBAJq2veTkyIMiIft7WraTCwmbni9un1nYjHLfGFAhAExE4up6UMNDWnTtXwRCIgwIL6fnDSlZeLSpeXjv3TJvL2rq0sASPu5c+eOmr+lpcVx3pqaGjXd7Xbr8jkpSxKNRtPma2lpUfMODw9nPB5tfi3yPFVUZDytKsGgEB6PPk3eL8Z74Q/hsOl6P2xvF0MNDbr9H7a3294XxntO1mOVbizXLp/2Xk93nPL8jI1lzE4IWQMoLgqEx+NcVEhueL2WD9svAgHTg9mKLwIB3f5SXPwhHNbls+porNLt8gkhTJ1XOrQiY2BgOV0rLlpaWsTc3JyYm5vTdfw+n08Ioe+4z58/L+bm5kzpMq8QenFx7do1U5u0Hf6jR4+EEELMzc2JaDQq/H6/EEKIZDKpyxeNRtU6tYJleHjYsi3JZFIIIcS1a9d0QkdLRUX2omL5GIQ4fVqfZiVGJVadvhXG/a1EpxD296Ux3W5/eX9a3V9WaEUGIaSwcFjkJcY4pPEsHlfjmqRji8cDAHgxO5s2/bsHDwAAnro6UxlFXq9p/5Xg9XpRXFyM4uJitGnGUpLJJADghvRcBPDxxx/jlVdegcvlQlVVlSmvkbKysrR1HzlyBKFQCJ9++ilef/11PHz4EADw1VdfqXn8fj9CoRAAoLKyEi0tLeq2QcMwAgDs2rULO3fuBAA0Nzer6QsLC2nb4pTLl5W/77+/snKMQx2RpWEjJ9d2y44dlvebMf3b+/ctA/htWfJUzed9RAhZG35Q6AZsVmZmlh04+/vz68ApQ7mXBAK6wGi3q6sdiQunvPjmGwBQOxwjRV5v2v21Dp6XLjmf0SA7ZS3T09POdnZINBrF8ePHASiiJJlMon/Ji9Dv9+Pu3bv4y1/+ouYvLi7W7f+jH/1I/T42NpZzO6RPhdbXIp2fhWRgQMlbXp5z1bhdXY1n8TjK29vhv3BBTbe73rmymEphMZWyLfevGcSF1sFzbGxlx0wIyQ8UFwWkvFwx4uZbZMhQ7oeHhvLTUBu27NiRU2TXlc4amZiYMKX9+Mc/Vr9Ho1HVipAroVAI/+2//Td89dVXmJiYwMOHDzE6OgoAGB0dxcDAgE5AGB0xtcJjn5wCtALknC4nIkOubXHpUu71LUxNWQqL1aDI68VrBw8icP16Vvtx1ggh6xcOi6wDpMgYG1Meli6X8uDMlcVUClt27MhfA2149cABLKZSptkDdsi1Lk6dUkSFENkLi+npafziF79Q/w8GgwCA9957T01rbW1FLBbT7RMOh7F161ZHdSQSCdTW1uI//uM/cPToUVy5cgV3796F3+/X5Tt06JD6fXR0VJ0dkkgkcPXqVXVbncWwUa5Ir4KREfu1UPKxtsWLmRkAwA+XhsJWk9cOHsST3l7H+eVaF/39iqgQgsKCkPUGxcU6QoqMgQHlwZnrIlolgYDpYS1N3Plkd1MTSgIBDNbXm6aoyqmOEmmtyFVUnD17Fi6XCz6fT7UguN1unDt3DoBiaZB+DgsLC3j33XfVKZ4+nw8nTpzIyp/h3r17OH78uOq78corr+jqPXr0KHbu3IloNKruc/z4cdXPQ9bV0tKCylVYDU2K0ZER8yJan3+uWMBWgvSjSWqOD8j/kAgA1WJhNYVZTr2WSGsFRQUh6xsOi6xDjhxZNoPnwuGhIXXNAEnd0pt8Pn0uZF2jHR24uWePaduxyUn1+8mTK3uTrqmpwfz8vNrBB4NBnDt3Dnv37lXzXLlyBYcPH8a//uu/4ssvv1Q7eLfbjXfeeUdn3UjH7t27cf78eYyNjeHevXtqut/vxzvvvIO///u/V30sQqEQXn/9dXzyySe6OmtqatDY2Lji4Zl0SDGqxWpti1xpEkLnxKlNyzdNQpjuWUAZMtE6DPf1vVwLghHyssIVOsm6pbu7G2fPngUAdHV14cyZMwVu0fonFAIePFAchgkhpFBwWISQl4j+fuBnPyt0Kwghmx2KC0JeEvK1tgUhhKwUDosQQgghJK/QckEIIYSQvEJxQQghhJC8QnFBCCGEkLxCcUHIOqG7u1td+Ku2tla3LZFIYP/+/ep2l8uFiYkJ1NbWqv93d3fntT3ashNOAppkQVubssomIeTlhOKCFIxEIqHrLI2k62w3E9PT06iqqlIXEJMsLi4WqEUrJx+riBJC1i8UF+uQW7fs40asZ1wu81LUxDlnzpyBEAJCCNy9e1dNHxgYUL8Hg0E1T2VlJe7evav+v14WGdu+XbkXxsett+dzFdG1YHx8Y/4eCSkkFBfrCPkQO3pUeavLsyV61RFC6TQoMvKLNsLqhx9+WMCWpKeyUrn2s7PKvWAX+vzmTcDj2ThxQcrLl+O4UGQQ4gyKi3WAFBX79imiQgjr+AnR0lI1kJOM+RBxuXC7utqyXG2eiMuFx5GIKc9oR4cpnzHK6cLUVMY8Ehm1czVFhna4pLu7G93d3di1axdcLhe2bt1q8j2Yn59Hd3e3yWehtrZWjWQKwOS/EAqF1P/3799v6XcQDod15W7duhWtra2Ynp62zKutw+VyIRQKqRFctcNEchjI5XLh448/VsuoqqrS+VcYz4WWWCymOwZZn9VxxGIx3XGEQiF8/fXXjq6HFBUjI8vXPx1Wq4hGXC7EGxvxOBLR3WfxxkbT/k7vx3hjoymfMcCe07K0kYspMghxgCAFY2xMPoqFCAYz57/h9YowIL4IBNS07ycnRRgQQw0NatpMLCbCgHjY3p42baihQYQB8f3kpJr2RSAgwprb4g/hsGk/mfaHcDhjm+XxVVSYtw0PDwsA6sdIV1eXuq2mpsYy3e4TjUaFEELMzc0Jv99vm09bbk1NTdoy3W63SCaTjsrNJq9sg/Z8yDS7fbq6ukznQqYJIURLS0vaY7lz505W53N4eNh0fSoqlq+vUy5dUvKPjenTw4Cj+9jq3rNKM97HQii/nxter2m/XO7tbH+7hGw2KC4KhMeT/YPphterExaSh+3tOpHwRSCge4ja5UtXnsT4wJcMNTRY1mGH1YM4H+IiGAyKubk5IYQQwWBQl26sw+fzqXmTyaS4du2amk8Ivbi4du2amk8rDFpaWkxtkELGmC7znj9/XtcG2VHPzc2Jrq6utOLC2C6tgDDWJ7dpyzl//rx6zMZzIY9Pew3kcQshdMetFRenT2cvKiQVFdZCM919phUJdvesMZ9defm+t7Ui4/RpR7sQsingsMhLwKsHDgAAno+MAACexeN47eDBjPmKvF48i8dNpmf/hQsAoJqH5X5atng8eQ/fngvl5eVq+HOtP8Kf//xnU95kMona2lq0trbiq6++wk9+8hPdsIiWsrIyAMDOnTtx+vRpNV0Od0Q0Q0zHjx9XhxNkFFdt3qtXr6ppnZ2dqFyypxcXF+PMmTM65818cOPGDfX7xx9/jFdeeQUulwtVVVVqejKZBAB89dVXaprf70dzc7P6vzyv+WJ8XBlSOHrU+T7y3psdHMTC1BQWUylssxiP0OYDlHv7SW8vRjs6dPk20r1NyEaG4qJAzMwo47f9/cr4bSiUn3LlmPIWj8c2z19nZwEAh4eGUBII4Elvr6VvxoulfMPNzaZx6fHOTl19drhcyqeiAra+JKtJZWUlWlpa1P9HR0dx9epVnDhxAm+99RZaW1szlvH666+b0mTn7ISFhYW0ZeUbK38PO7TOok7FRE+Pci0rKpavrxOk5jl50nHzdLxYiiP/wzT3trxnjz99iiKvF+OdnZb+FCu9t638pHp6cjsuQl5GflDoBmxmpJPY+LjykOrvVx5U2XbA8kG5xeOBe+mNW6ZZoX04Hx4a0m2LuFwYbm7GtooKVaDUxWLw1NVl1SbZ4Xg8ipDKhZTm7XHfvn25FQLgypUraG5uxr179zA+Po7R0VFVHFy9ehXNzc3Yu3ev7f5TFp2M2+1WRUMymcTOnTtt99fm/X//7//lfBxO+fGPf6x+j0ajCOVLuRqQfqHSoRNAWmfOXNa2kEJ4i8Yz+K9p7m2tqD7+9Kn6fWFqCjf37MFgfT2ahMj53pa/VUARVxttRhchawUtF+sArSd6LpaM7x48AAD1IVkSCODb+/dt822rqAAAS0/8qnAYgPKWKMtL9vc7bot8k/V4lGNKJywqKyvh8/nU/1tbWzE/Pw9AmTmhHbKoy1LcSLq7u9Ha2or//M//xJkzZ9DX14cvv/zS8f6JRALnzp1T///pT38KALoOOxgMYmJiQv1/YmICH330kTrjQ5v3H/7hH9TZGvPz8+oMknzy3nvvqd9bW1vV2SiAYtUIh8PYunUrAKCmpkbddu/ePbVt09PTjmeLJBKZLRm5rm3xPJFAkdcLd1kZ3GVlKPJ68dyiR9f+BhampkzDIe6yMpS3twNQhEa297bWUiGtcBQWhKSh0E4fxMzAgPUMC6O3uxDW3u3Syz6T530YMJXnZLaIEMosFeO+gOKomg137twRbrc77UwF6RgpsZshYeUQmWkmRDazRfx+v+ocmWkGiLbslcwWMbbLiUOnEJlni2h/+lpHWLuP1WwRO6SzsnZGSDCY/t4wzoISYtkBeSYWU9OczPCQM6iM5TmZLSL31+aTTptWjqiEEGs4LLIOOXIkvXk5Yng1NJp2PXV1aBICEZcLT3p71fSqcBi7m5rU/49NTuLmnj268oq8XjRpKt/d1IRtFRW4uWePOhYtkW+CkkzrG1hRX1+P0dFR9PT04Msvv1SHK9xuN9555x289957KzLr19TUIJVK4eHDh7rls2tqavDTn/5U58CoJRgMqsMnbrcboVAIFy5cUP0SiouL8fDhQ4TDYfzv//2/ce/ePXVfn8+Hd955B++//76a9+7duxgYGDDlrampwd/93d/lfHx2XLlyBYcPH8a//uu/4ssvv1SHZbTnVfLP//zP8Pl8uHr1KhYWFuDz+dDU1ISbN2+alhx3gpW1qr8f0PjFWrKYSpnu7WOTk+pQH2B/P2p/A+6yMtTFYhisr9eVVxII6IYBnd7b0rJICHGOSwj+bDYK0dJSFHm9Jj8Jkh9qa2vVjn94eFid1UFWxuXLwKlTyrCf3aqdEZcLbzY0IHD9+lo2jRCyStDnghCyqgwMKH4KdsKCEPLyQXFBCFk1clnbghCy8eGwCCGEEELyCi0XhBBCCMkrFBeEEEIIySsUF4QQQgjJKxQXhBBCCMkrFBfkpSVaWorb1dWFbkZOXL6sLDc9Pl7olmxMNvK1J+RlgOJiA/EyPjAfRyK6aJXrlUQigVAohK1bt6rh1Wtra3VxO/KJcW0IXntCyEaC4mIdcuuW8tbKBSLzj4zgmY1FoK+vD1VVVejv79eFT7937x7effddhJeCvWXbhlu3rLdzbYjVIZdrTwjJDYqLdYSMvHj0qBKamlEX808ioVgE9u1z1tHMz8+jtbVV/T8ajUIIgeHhYTXtxIkTmJ6ezlh3KKTUOTKiLIV95Ih1vhs3lL8nT2YskmRBtteeEJI7FBfrAG0452BQCZKkiTYOQDGLL6ZSeBaPI+JyqR8AmB0cRMTlwuNIBKMdHeq2eGOjbpuWhakpRFwuXWjqeGOjWqa2DmMwKYm2LvmR5cl67bYDill8eClwmAwyZcxjVc7C1JSpLdLEnqnNgD5EeKaO5ve//71qrfD5fGoQtcrKSl248q+++sq2Pikq+vsVUSFE+qWwP/9cuQ8kuV57q2sskXkkvPaEkLxS0JismxwZyhlQQlJn4obXawojLcRyOHWr8NFymzYkuxDLYam1+YcaGtRyMtVrDM0u65L5ZmIxU0h2q7DvMuy1Nqy2RIbc1rbdKgy3VZoQ1mG8raioWL4ORrQhzbVh0I3bzp8/b9o3GFwuVxt+PB0DA0r+gQF9ei7X3uoaS8KAGGpoUP/ntc+YlRCSBbRcFIjt29NbKnKhKhyG/8KFFZfTZFgR/o0PPsCzeFx9a3wcieBZPI46gzOjp65OjdjqqavD8adPTdtLAgE8dzDeszA1hfHOTpS3t+vCxPsvXEBJIICJ7m5TPm3YeUAJH+8E7dusy6Vcm2wZGxtTv8uZHk4tFVpu3gQ8HvshEzt47Qt37QkhZn5Q6AaQjcd3Dx4AgOmBboU06Wtx8uB/PjICAHj1wAHTti07duDb+/cz5tuI9PcDp08XuhX28NoTQpxAcVEgZmaUsd59+5QOJRjMj/ViLXjxzTcZO4nRjg6Md3aiJBDQvcXerq42dThW/HV2FoAyHu8k35YVvHJWVipOloDyFpsL+/btU7+fPKl8QiHl+gKKBSOT9eLyZeXv++/n1oa1gNeeEOIEiosCUl6uPNA2msjYsmMHnsXjafP88bPPUBIIqKbybPmhxwMAODY5CXdZWU5lZELbsdh1/nv27FG/f/3117ptv/vd79Tv2y06uL4+5eNUZBjXtliPbKZrTwjJHfpcrAOkyBgbUwSGy6V0SEacjiOvNtIMbbX4kfT2X0ylsGXHjoxlbVnqSIxsq6gAACQzKC3ZFmkid4Jc70BOCU3nE/H222/D7XYrbUkm1TUtYrEY7t27p+Y7dOiQbX19fUodwaD9DIVMa1vw2tu3ZbWuPSEkdygu1hFSZAwMKCLDuIjWtspKnXOdEzx1dSjyepGMRtW0hakp3NS8kWfL7qYmFHm9JrP17epq1WGvJBDAk95e03bjW68cu0/29+vS3WVlKG9vx3hnp2ka7ezgoLpapXQUlNMatXVZmeDlG6vTjqW4uBhXrlxR/z9x4gRcLhfeffddNa2rqws7d+5MXxCWRYacBqldRCvT2ha5XHt3WRlKAgH88bPPdOnppmpmYjNde0JI7nBYZB1y5Ij1+K//wgU8TyR0wsDo3W/F8adPdfP/i7xeHJucXJHAOP70qW5tBFmuHGM/PDSE29XVuu1yhoHxwV8Xi2Gwvl7tkMrb2+G/cAH+Cxfw6oEDGKyvN3UgVZpVMe3qsupgclmYLBQK4fXXX8cnn3yCfk1HWFNTg7/7u79DfQbfACdtMK5tYSTXa394aAjR0lLduWkSYkUCYzNde0JIbriEoBsTIYXk1i1lOGRgIPspqIQQsh6huCCkwIRCwIMHygwiQgh5GaDPBSEFpr8f+NnPCt0KQgjJH/S5IKTA0HZICHnZoOWCEEIIIXmF4oIQQggheYXighBCCCF5heLiJSBaWqouLJSOx5GIut5FxOVSV1kc7ejQpWezUFMuyHZYrfK4kRkfV1Z/lDFC7JDnO9N5Xpia0l0XuQLm7OCgLt240FS+ke2Q9RNCSCYoLl5C5AJH2s57dnAQw83NqIvF0CQEmoSAp64OjyMRjHd24tjkpJr+YmYGEZcL8cbGNWvz7epqREtL81rm/Pw8uru7sX//frhcLrhcLuzatQutra2Yn5/Pa11A5lU27ZBiwXi+b+7Zg/L2dvW6+C9cwMLUFAbr61EVDqvpu5uaEHG58n7+0uFUIBFCNicUF+uQW7eUN2Dj8t8rIdnfjyKv1xQqOxmNoiQQWLUAUfmgrc2ZRUDL/Pw8amtrcfbsWYyOjqrpyWQSV69exdtvv52VwJBtaGuzz5Nplc1skNYInyHIjIy3sbupKT8VrQLSgpPP+5cQsrGguFhHyIfy0aNKJ5XrcsWB69dVy4TELlS2VZApT10dmoRA4Pr13BqQZ3p6gNOngVOnnIuMTz/9VBUVfr8fc3NzmJubQ3Cp908mk+hwYOa/fFmp8+JF4NIlpS1W3LoFzM4Cx445PCgNVudbhhM3ir4Xs7OW17FJCF1480JSXq7E7xgZocggZLNCcbEOkKJi3z5FVAhhH3bd6DdhFSPCaLKOlpbiWTyOZ/G4uo8cOllMpfCkt1c3rp9ujN1Yt7Z+O9+PTEMeMqjVYipl6/vR06OcF6ci4+bNm+r306dPo7i4GMXFxfjwww/V9L40UTelqDh1ShEVQqQf7rh5E/B4rJfvNp4vYyAx4/mONzZivLNTt688t096e3XnSZ5vu3Mvr7OVj4YxPogk05DHaEeH2r6be/ZY+n5oI/1SZBCy+aC4KCDZiApAeagb/SaahLAM0qTl+NOnKAkEUOT1qvtI60aR14uSQEA3rm+F9AvQ+gA0CYGSQGDFjpmHh4ZM7WsSwnKoxkpkaKOLSrRDIa+//rr6vVLTwy0sLJiGRrIVFRKrVTalaHizoUF3XK8dPJi2rMD16yhvbwcA1Rfm+NOnODw0hDcbGgBALevw0JBtOdHSUnx7/76u7qpwGN89eJD5gNLgv3DB1D7p+2HESmQYRnoIIS8hFBcFYvt256ICUDqq8c5OlLe3m/wmrMzk+SbR2oqSQMAkPg4PDZnasxZoRcbRo0qnNT6efTmPHz8GsCz0shUVwLIF5f339ekjH36IIq/XNLy0xePJvqFZMtrRgcVUCrW3b+vSdzc1FWS4Sysy+vsz+68QQjY2FBcbhOcjIwCAVw8cWPO6F6amsJhKYRvt2pYMDAAVFUoHquVZPJ7RSrFaPE8kUOT1rmtHXULIywvFRYGYmdG/xWUyFUsHvy3bt69B6/S8WArX+cM1eON2ipy9cfGi0rkLYe7cnbB7924Ay2/Wly5l5zg6Pq6Y+48e1adLf4W1sFJYsZhKrYlFyylWQ4B2zrGEkI0PxUUBsTIVr8fxaClopMApJFpRIYcvrJwo/X6/+v1Pf/qT+j2hmYLjdrtRXFys2+/kyexERq5rW6w2RV5vRl+ctUArKioqnA0BEkI2PhQX6wAnIkMOh8jhkbXEXVaGIq8Xzy3mxs4ODuZlpU3jdFgjVqIiXYd+TDMn9OLFi5iensb8/Dw6l2Y5AEAojZJzKjLs1rZId87Wgm2VlVhMpSxnfORjpc1MViwrUVGgU0EIKQAUF+sIKTIGBhSRoXVx8NTVoSQQwHBzs26f29XVa/KG+ta5c3gWj+s6ptnBQQzW16v/v/HBB3gWj+s6NDnNNBOvHjiAxVTKUqi0tTkXFZKf//znqvVidHQUPp8Pr7zyCu7duwdAsVpcsJkZo0WKDDk7ReuEmGltC3nOtFM05Yqoq410vL17+LAuPVpaihdLFijfkirStk87zTQd2yoqACwv6qVlfJyigpDNDsXFOuTIEeuHspyyqV2zYO+ZM2sytr67qQnHJicx3tmp1i2XoZazRfwXLuDNhgbd2gd7z5xBSSDgqPw3GxowWF9vWudCzgzJZuihuLgYd+/eRVdXF3w+n5ru8/nQ0tKCP/7xj6YhkXTINmj9BNKtbSGPqSocxnBzs3pM3z14oE7jXG3kVGPt/aKdveKpqzO1D4Cj9rnLylAVDuvuBylSpEimqCBk8+ISQohCN4KQjYjLpVg06JhICCF6aLkgJAfs1rYghBBCywUhOSH9YWj6J4QQM/8/Ulc2G2I4s+kAAAAASUVORK5CYII=\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=535x435 at 0x25FEDC1F948>"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.open(r'E:\\桌面\\5.png')\n",
    "# 0：不能用于分割"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 2. ImageSets存放的是每一种类型的challenge对应的图像数据。\n",
    "Action：存放的是人的动作（running、jumping等等）\n",
    "\n",
    "Layout：存放的是具有人体部位的数据（人的head、hand、feet等等）\n",
    "\n",
    "Main：存放的是图像物体识别的数据，总共分为20类\n",
    "\n",
    "Segmentation：存放的是可用于分割的数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=550x123 at 0x25FEDC1FE88>"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.open(r'E:\\桌面\\6.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "主要看Segmentation文件夹。其中包含了train.txt（1416张图）、val.txt（1449张图）和trainval.txt（2913张图）三个文本文件，里面储存的是用于语义分割的图片的名字（无扩展名）。train和val两者没有交集，即训练数据和验证数据不能有重复，随机产生而trainval则是两者的总和"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=732x93 at 0x25FEDC24488>"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.open(r'E:\\桌面\\7.png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=160x143 at 0x25FEDC24A08>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.open(r'E:\\桌面\\8.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 3. JPEGImages文件夹中包含了PASCAL VOC提供的所有的jpg图片，共计17125张，包括了训练和测试图片。\n",
    "\n",
    "这些图像都以“年份_编号.jpg”格式命名。\n",
    "\n",
    "图片的像素尺寸大小不一，但是横向图的尺寸大约在500×375左右，纵向图的尺寸大约在375×500左右，长宽均不会超过512\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=1436x219 at 0x25FEDC2A048>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.open(r'E:\\桌面\\9.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 4. SegmentationClass保存了分割后的标签图（2913张png图片），标注出了每一个像素属于哪一个类别\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=1433x216 at 0x25FEDC2A608>"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.open(r'E:\\桌面\\10.png')"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "#### 5. SegmentationObject保存了分割后的标签图（2913张png图片），标注出了每一个像素属于哪一个具体的物体"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=1432x221 at 0x25FEDC2AC48>"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.open(r'E:\\桌面\\11.png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<PIL.PngImagePlugin.PngImageFile image mode=RGBA size=681x431 at 0x25FEDC2C248>"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "Image.open(r'E:\\桌面\\12.png')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.8.8"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
